Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 119 |
| Missing cells | 622 |
| Missing cells (%) | 34.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 14.1 KiB |
| Average record size in memory | 121.1 B |
Variable types
| Numeric | 15 |
|---|
Year is highly correlated with All natural disasters and 9 other fields | High correlation |
All natural disasters is highly correlated with Year and 9 other fields | High correlation |
Drought is highly correlated with Year and 5 other fields | High correlation |
Extreme temperature is highly correlated with Year and 6 other fields | High correlation |
Extreme weather is highly correlated with Year and 9 other fields | High correlation |
Flood is highly correlated with Year and 9 other fields | High correlation |
Landslide is highly correlated with Year and 8 other fields | High correlation |
Wildfire is highly correlated with Year and 5 other fields | High correlation |
TotalCost: All natural disasters is highly correlated with Year and 7 other fields | High correlation |
TotalCost: Extreme weather is highly correlated with Year and 5 other fields | High correlation |
TotalCost: Flood is highly correlated with Year and 5 other fields | High correlation |
Year is highly correlated with All natural disasters and 11 other fields | High correlation |
All natural disasters is highly correlated with Year and 10 other fields | High correlation |
Drought is highly correlated with Year and 10 other fields | High correlation |
Extreme temperature is highly correlated with Year and 10 other fields | High correlation |
Extreme weather is highly correlated with Year and 10 other fields | High correlation |
Flood is highly correlated with Year and 10 other fields | High correlation |
Landslide is highly correlated with Year and 9 other fields | High correlation |
Wildfire is highly correlated with Year and 10 other fields | High correlation |
TotalCost: All natural disasters is highly correlated with Year and 10 other fields | High correlation |
TotalCost: Drought is highly correlated with Year and 1 other fields | High correlation |
TotalCost: Extreme weather is highly correlated with Year and 10 other fields | High correlation |
TotalCost: Flood is highly correlated with Year and 10 other fields | High correlation |
TotalCost: Wildfire is highly correlated with Year and 8 other fields | High correlation |
Year is highly correlated with All natural disasters and 9 other fields | High correlation |
All natural disasters is highly correlated with Year and 9 other fields | High correlation |
Drought is highly correlated with Year and 5 other fields | High correlation |
Extreme temperature is highly correlated with Year and 7 other fields | High correlation |
Extreme weather is highly correlated with Year and 9 other fields | High correlation |
Flood is highly correlated with Year and 9 other fields | High correlation |
Landslide is highly correlated with Year and 8 other fields | High correlation |
Wildfire is highly correlated with Year and 6 other fields | High correlation |
TotalCost: All natural disasters is highly correlated with Year and 9 other fields | High correlation |
TotalCost: Extreme weather is highly correlated with Year and 9 other fields | High correlation |
TotalCost: Flood is highly correlated with Year and 7 other fields | High correlation |
TotalCost: Wildfire is highly correlated with TotalCost: Landslide | High correlation |
Wildfire is highly correlated with Landslide and 8 other fields | High correlation |
Year is highly correlated with Landslide and 4 other fields | High correlation |
Landslide is highly correlated with Wildfire and 9 other fields | High correlation |
TotalCost: Drought is highly correlated with Wildfire and 5 other fields | High correlation |
Flood is highly correlated with Wildfire and 9 other fields | High correlation |
TotalCost: Extreme weather is highly correlated with Landslide and 6 other fields | High correlation |
TotalCost: Flood is highly correlated with Wildfire and 10 other fields | High correlation |
Drought is highly correlated with Wildfire and 6 other fields | High correlation |
All natural disasters is highly correlated with Wildfire and 9 other fields | High correlation |
TotalCost: All natural disasters is highly correlated with Wildfire and 9 other fields | High correlation |
Extreme temperature is highly correlated with Wildfire and 7 other fields | High correlation |
TotalCost: Landslide is highly correlated with TotalCost: Wildfire and 2 other fields | High correlation |
Extreme weather is highly correlated with Wildfire and 8 other fields | High correlation |
Drought has 46 (38.7%) missing values | Missing |
Extreme temperature has 62 (52.1%) missing values | Missing |
Extreme weather has 4 (3.4%) missing values | Missing |
Flood has 24 (20.2%) missing values | Missing |
Landslide has 39 (32.8%) missing values | Missing |
Wildfire has 57 (47.9%) missing values | Missing |
TotalCost: Drought has 70 (58.8%) missing values | Missing |
TotalCost: Extreme temperature has 85 (71.4%) missing values | Missing |
TotalCost: Extreme weather has 25 (21.0%) missing values | Missing |
TotalCost: Flood has 50 (42.0%) missing values | Missing |
TotalCost: Landslide has 85 (71.4%) missing values | Missing |
TotalCost: Wildfire has 75 (63.0%) missing values | Missing |
Year is uniformly distributed | Uniform |
Year has unique values | Unique |
TotalCost: All natural disasters has 10 (8.4%) zeros | Zeros |
TotalCost: Extreme temperature has 2 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2021-10-31 14:34:44.984253 |
|---|---|
| Analysis finished | 2021-10-31 14:35:12.803364 |
| Duration | 27.82 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
Year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 119 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1959 |
| Minimum | 1900 |
|---|---|
| Maximum | 2018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1905.9 |
| Q1 | 1929.5 |
| median | 1959 |
| Q3 | 1988.5 |
| 95-th percentile | 2012.1 |
| Maximum | 2018 |
| Range | 118 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 34.49637662 |
|---|---|
| Coefficient of variation (CV) | 0.01760917643 |
| Kurtosis | -1.2 |
| Mean | 1959 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0 |
| Sum | 233121 |
| Variance | 1190 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2018 | 1 | 0.8% |
| 1943 | 1 | 0.8% |
| 1931 | 1 | 0.8% |
| 1932 | 1 | 0.8% |
| 1933 | 1 | 0.8% |
| 1934 | 1 | 0.8% |
| 1935 | 1 | 0.8% |
| 1936 | 1 | 0.8% |
| 1937 | 1 | 0.8% |
| 1938 | 1 | 0.8% |
| Other values (109) | 109 |
| Value | Count | Frequency (%) |
| 1900 | 1 | |
| 1901 | 1 | |
| 1902 | 1 | |
| 1903 | 1 | |
| 1904 | 1 | |
| 1905 | 1 | |
| 1906 | 1 | |
| 1907 | 1 | |
| 1908 | 1 | |
| 1909 | 1 |
| Value | Count | Frequency (%) |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 | |
| 2011 | 1 | |
| 2010 | 1 | |
| 2009 | 1 |
All natural disasters
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 76 |
|---|---|
| Distinct (%) | 63.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.0252101 |
| Minimum | 2 |
|---|---|
| Maximum | 432 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 10.5 |
| median | 33 |
| Q3 | 202 |
| 95-th percentile | 381.3 |
| Maximum | 432 |
| Range | 430 |
| Interquartile range (IQR) | 191.5 |
Descriptive statistics
| Standard deviation | 133.9582823 |
|---|---|
| Coefficient of variation (CV) | 1.206557341 |
| Kurtosis | -0.3177973197 |
| Mean | 111.0252101 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 1.074830046 |
| Sum | 13212 |
| Variance | 17944.82139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 7 | 5.9% |
| 7 | 6 | 5.0% |
| 5 | 5 | 4.2% |
| 6 | 5 | 4.2% |
| 2 | 4 | 3.4% |
| 4 | 4 | 3.4% |
| 11 | 4 | 3.4% |
| 9 | 3 | 2.5% |
| 17 | 3 | 2.5% |
| 15 | 3 | 2.5% |
| Other values (66) | 75 |
| Value | Count | Frequency (%) |
| 2 | 4 | |
| 4 | 4 | |
| 5 | 5 | |
| 6 | 5 | |
| 7 | 6 | |
| 8 | 2 | 1.7% |
| 9 | 3 | |
| 10 | 1 | 0.8% |
| 11 | 4 | |
| 12 | 7 |
| Value | Count | Frequency (%) |
| 432 | 1 | |
| 421 | 1 | |
| 414 | 1 | |
| 411 | 1 | |
| 401 | 1 | |
| 393 | 1 | |
| 380 | 1 | |
| 376 | 1 | |
| 360 | 1 | |
| 352 | 1 |
Drought
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 26 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 46 |
| Missing (%) | 38.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.95890411 |
| Minimum | 1 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 9 |
| Q3 | 15 |
| 95-th percentile | 23.8 |
| Maximum | 32 |
| Range | 31 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.727005953 |
|---|---|
| Coefficient of variation (CV) | 0.775889181 |
| Kurtosis | -0.1182686035 |
| Mean | 9.95890411 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.6899044212 |
| Sum | 727 |
| Variance | 59.706621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 15 | 12.6% |
| 9 | 7 | 5.9% |
| 7 | 7 | 5.9% |
| 2 | 4 | 3.4% |
| 18 | 4 | 3.4% |
| 13 | 4 | 3.4% |
| 6 | 3 | 2.5% |
| 11 | 3 | 2.5% |
| 17 | 3 | 2.5% |
| 15 | 2 | 1.7% |
| Other values (16) | 21 | |
| (Missing) | 46 |
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 2 | 4 | 3.4% |
| 3 | 1 | 0.8% |
| 4 | 2 | 1.7% |
| 5 | 1 | 0.8% |
| 6 | 3 | 2.5% |
| 7 | 7 | |
| 8 | 1 | 0.8% |
| 9 | 7 | |
| 10 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.8% |
| 28 | 1 | 0.8% |
| 27 | 1 | 0.8% |
| 25 | 1 | 0.8% |
| 23 | 1 | 0.8% |
| 22 | 1 | 0.8% |
| 21 | 1 | 0.8% |
| 20 | 2 | |
| 18 | 4 | |
| 17 | 3 |
Extreme temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 24 |
|---|---|
| Distinct (%) | 42.1% |
| Missing | 62 |
| Missing (%) | 52.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.0877193 |
| Minimum | 1 |
|---|---|
| Maximum | 51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 14 |
| 95-th percentile | 29.2 |
| Maximum | 51 |
| Range | 50 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.40137474 |
|---|---|
| Coefficient of variation (CV) | 1.0310928 |
| Kurtosis | 3.050678455 |
| Mean | 10.0877193 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.602279903 |
| Sum | 575 |
| Variance | 108.1885965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 10 | 8.4% |
| 1 | 8 | 6.7% |
| 3 | 5 | 4.2% |
| 25 | 4 | 3.4% |
| 8 | 3 | 2.5% |
| 13 | 3 | 2.5% |
| 12 | 3 | 2.5% |
| 4 | 2 | 1.7% |
| 6 | 2 | 1.7% |
| 16 | 2 | 1.7% |
| Other values (14) | 15 | 12.6% |
| (Missing) | 62 |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 2 | 10 | |
| 3 | 5 | |
| 4 | 2 | 1.7% |
| 5 | 2 | 1.7% |
| 6 | 2 | 1.7% |
| 7 | 1 | 0.8% |
| 8 | 3 | 2.5% |
| 9 | 1 | 0.8% |
| 10 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 51 | 1 | 0.8% |
| 31 | 1 | 0.8% |
| 30 | 1 | 0.8% |
| 29 | 1 | 0.8% |
| 25 | 4 | |
| 24 | 1 | 0.8% |
| 23 | 1 | 0.8% |
| 17 | 1 | 0.8% |
| 16 | 2 | |
| 15 | 1 | 0.8% |
Extreme weather
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 58 |
|---|---|
| Distinct (%) | 50.4% |
| Missing | 4 |
| Missing (%) | 3.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.90434783 |
| Minimum | 1 |
|---|---|
| Maximum | 137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 19 |
| Q3 | 69.5 |
| 95-th percentile | 108.9 |
| Maximum | 137 |
| Range | 136 |
| Interquartile range (IQR) | 65.5 |
Descriptive statistics
| Standard deviation | 39.39720667 |
|---|---|
| Coefficient of variation (CV) | 1.097282336 |
| Kurtosis | -0.4979364287 |
| Mean | 35.90434783 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.9392693519 |
| Sum | 4129 |
| Variance | 1552.139893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 11 | 9.2% |
| 1 | 10 | 8.4% |
| 3 | 7 | 5.9% |
| 5 | 6 | 5.0% |
| 7 | 6 | 5.0% |
| 4 | 4 | 3.4% |
| 84 | 3 | 2.5% |
| 25 | 3 | 2.5% |
| 10 | 3 | 2.5% |
| 28 | 3 | 2.5% |
| Other values (48) | 59 | |
| (Missing) | 4 | 3.4% |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 11 | |
| 3 | 7 | |
| 4 | 4 | 3.4% |
| 5 | 6 | |
| 6 | 1 | 0.8% |
| 7 | 6 | |
| 8 | 1 | 0.8% |
| 9 | 1 | 0.8% |
| 10 | 3 | 2.5% |
| Value | Count | Frequency (%) |
| 137 | 1 | 0.8% |
| 130 | 1 | 0.8% |
| 124 | 1 | 0.8% |
| 122 | 1 | 0.8% |
| 118 | 1 | 0.8% |
| 111 | 1 | 0.8% |
| 108 | 1 | 0.8% |
| 106 | 1 | 0.8% |
| 105 | 3 | |
| 102 | 1 | 0.8% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 24 |
| Missing (%) | 20.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.21052632 |
| Minimum | 1 |
|---|---|
| Maximum | 226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.5 |
| median | 20 |
| Q3 | 90 |
| 95-th percentile | 167.1 |
| Maximum | 226 |
| Range | 225 |
| Interquartile range (IQR) | 87.5 |
Descriptive statistics
| Standard deviation | 61.82953483 |
|---|---|
| Coefficient of variation (CV) | 1.184235042 |
| Kurtosis | 0.08698405192 |
| Mean | 52.21052632 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.137268139 |
| Sum | 4960 |
| Variance | 3822.891377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 14 | 11.8% |
| 2 | 10 | 8.4% |
| 8 | 3 | 2.5% |
| 47 | 2 | 1.7% |
| 48 | 2 | 1.7% |
| 17 | 2 | 1.7% |
| 15 | 2 | 1.7% |
| 94 | 2 | 1.7% |
| 20 | 2 | 1.7% |
| 157 | 2 | 1.7% |
| Other values (49) | 54 | |
| (Missing) | 24 |
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 2 | 10 | |
| 3 | 2 | 1.7% |
| 4 | 2 | 1.7% |
| 5 | 1 | 0.8% |
| 7 | 2 | 1.7% |
| 8 | 3 | 2.5% |
| 9 | 2 | 1.7% |
| 10 | 1 | 0.8% |
| 11 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 226 | 1 | |
| 218 | 1 | |
| 193 | 1 | |
| 184 | 1 | |
| 172 | 1 | |
| 165 | 1 | |
| 161 | 1 | |
| 160 | 1 | |
| 158 | 1 | |
| 157 | 2 |
Landslide
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 25 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 39 |
| Missing (%) | 32.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9 |
| Minimum | 1 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 6 |
| Q3 | 13.5 |
| 95-th percentile | 24.05 |
| Maximum | 32 |
| Range | 31 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 8.121856744 |
|---|---|
| Coefficient of variation (CV) | 0.9125681734 |
| Kurtosis | 0.01013716507 |
| Mean | 8.9 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.9471468592 |
| Sum | 712 |
| Variance | 65.96455696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 2 | 9 | 7.6% |
| 5 | 7 | 5.9% |
| 13 | 6 | 5.0% |
| 15 | 5 | 4.2% |
| 4 | 4 | 3.4% |
| 20 | 3 | 2.5% |
| 6 | 3 | 2.5% |
| 11 | 3 | 2.5% |
| 8 | 2 | 1.7% |
| Other values (15) | 20 | |
| (Missing) | 39 |
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 2 | 9 | |
| 3 | 1 | 0.8% |
| 4 | 4 | 3.4% |
| 5 | 7 | 5.9% |
| 6 | 3 | 2.5% |
| 7 | 2 | 1.7% |
| 8 | 2 | 1.7% |
| 9 | 2 | 1.7% |
| 10 | 2 | 1.7% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.8% |
| 29 | 1 | 0.8% |
| 28 | 1 | 0.8% |
| 25 | 1 | 0.8% |
| 24 | 2 | |
| 22 | 2 | |
| 21 | 1 | 0.8% |
| 20 | 3 | |
| 18 | 1 | 0.8% |
| 17 | 1 | 0.8% |
Wildfire
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 17 |
|---|---|
| Distinct (%) | 27.4% |
| Missing | 57 |
| Missing (%) | 47.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.935483871 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4.5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.256461493 |
|---|---|
| Coefficient of variation (CV) | 0.9020944479 |
| Kurtosis | 2.216512222 |
| Mean | 6.935483871 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 1.435725094 |
| Sum | 430 |
| Variance | 39.14331042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 11 | 9.2% |
| 3 | 8 | 6.7% |
| 2 | 7 | 5.9% |
| 8 | 5 | 4.2% |
| 4 | 5 | 4.2% |
| 13 | 4 | 3.4% |
| 7 | 3 | 2.5% |
| 10 | 3 | 2.5% |
| 9 | 2 | 1.7% |
| 5 | 2 | 1.7% |
| Other values (7) | 12 | 10.1% |
| (Missing) | 57 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 7 | |
| 3 | 8 | |
| 4 | 5 | |
| 5 | 2 | 1.7% |
| 6 | 2 | 1.7% |
| 7 | 3 | 2.5% |
| 8 | 5 | |
| 9 | 2 | 1.7% |
| 10 | 3 | 2.5% |
| Value | Count | Frequency (%) |
| 30 | 1 | 0.8% |
| 22 | 2 | 1.7% |
| 18 | 2 | 1.7% |
| 16 | 1 | 0.8% |
| 14 | 2 | 1.7% |
| 13 | 4 | |
| 12 | 2 | 1.7% |
| 10 | 3 | |
| 9 | 2 | 1.7% |
| 8 | 5 |
TotalCost: All natural disasters
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 102 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.703562965 × 1010 |
| Minimum | 0 |
|---|---|
| Maximum | 3.64093168 × 1011 |
| Zeros | 10 |
| Zeros (%) | 8.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 60750000 |
| median | 1043000000 |
| Q3 | 2.72505895 × 1010 |
| 95-th percentile | 1.444758745 × 1011 |
| Maximum | 3.64093168 × 1011 |
| Range | 3.64093168 × 1011 |
| Interquartile range (IQR) | 2.71898395 × 1010 |
Descriptive statistics
| Standard deviation | 5.517178259 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.040706405 |
| Kurtosis | 12.64382666 |
| Mean | 2.703562965 × 1010 |
| Median Absolute Deviation (MAD) | 1043000000 |
| Skewness | 3.127218879 |
| Sum | 3.217239928 × 1012 |
| Variance | 3.043925595 × 1021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10 | 8.4% |
| 20000000 | 3 | 2.5% |
| 30000000 | 3 | 2.5% |
| 8000000 | 2 | 1.7% |
| 480000000 | 2 | 1.7% |
| 50000000 | 2 | 1.7% |
| 25000000 | 2 | 1.7% |
| 2868831000 | 1 | 0.8% |
| 1.36378448 × 1011 | 1 | 0.8% |
| 8.413104 × 1010 | 1 | 0.8% |
| Other values (92) | 92 |
| Value | Count | Frequency (%) |
| 0 | 10 | |
| 8000000 | 2 | 1.7% |
| 20000000 | 3 | 2.5% |
| 21000000 | 1 | 0.8% |
| 25000000 | 2 | 1.7% |
| 25500000 | 1 | 0.8% |
| 28000000 | 1 | 0.8% |
| 30000000 | 3 | 2.5% |
| 35000000 | 1 | 0.8% |
| 40000000 | 1 | 0.8% |
| Value | Count | Frequency (%) |
| 3.64093168 × 1011 | 1 | |
| 2.14205351 × 1011 | 1 | |
| 1.90849247 × 1011 | 1 | |
| 1.56692232 × 1011 | 1 | |
| 1.54967039 × 1011 | 1 | |
| 1.47781165 × 1011 | 1 | |
| 1.4410862 × 1011 | 1 | |
| 1.36378448 × 1011 | 1 | |
| 1.32194096 × 1011 | 1 | |
| 1.19484189 × 1011 | 1 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 70 |
| Missing (%) | 58.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3403305592 |
| Minimum | 1000000 |
|---|---|
| Maximum | 2.548 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1000000 |
|---|---|
| 5-th percentile | 2820000 |
| Q1 | 234000000 |
| median | 1515100000 |
| Q3 | 3628700000 |
| 95-th percentile | 1.279912 × 1010 |
| Maximum | 2.548 × 1010 |
| Range | 2.5479 × 1010 |
| Interquartile range (IQR) | 3394700000 |
Descriptive statistics
| Standard deviation | 5138275225 |
|---|---|
| Coefficient of variation (CV) | 1.509789552 |
| Kurtosis | 8.001582077 |
| Mean | 3403305592 |
| Median Absolute Deviation (MAD) | 1451100000 |
| Skewness | 2.661103529 |
| Sum | 1.66761974 × 1011 |
| Variance | 2.640187229 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.548 × 1010 | 1 | 0.8% |
| 200000000 | 1 | 0.8% |
| 64000000 | 1 | 0.8% |
| 3884700000 | 1 | 0.8% |
| 1.39952 × 1010 | 1 | 0.8% |
| 7460000000 | 1 | 0.8% |
| 2991800000 | 1 | 0.8% |
| 1113954000 | 1 | 0.8% |
| 1801287000 | 1 | 0.8% |
| 706000000 | 1 | 0.8% |
| Other values (39) | 39 | |
| (Missing) | 70 |
| Value | Count | Frequency (%) |
| 1000000 | 1 | |
| 2000000 | 1 | |
| 2100000 | 1 | |
| 3900000 | 1 | |
| 36400000 | 1 | |
| 64000000 | 1 | |
| 76000000 | 1 | |
| 112800000 | 1 | |
| 127118000 | 1 | |
| 187000000 | 1 |
| Value | Count | Frequency (%) |
| 2.548 × 1010 | 1 | |
| 1.9812399 × 1010 | 1 | |
| 1.39952 × 1010 | 1 | |
| 1.1005 × 1010 | 1 | |
| 9347000000 | 1 | |
| 8142000000 | 1 | |
| 7871475000 | 1 | |
| 7460000000 | 1 | |
| 6601739000 | 1 | |
| 5253669000 | 1 |
| Distinct | 29 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 85 |
| Missing (%) | 71.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1849010088 |
| Minimum | 0 |
|---|---|
| Maximum | 2.194 × 1010 |
| Zeros | 2 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 390000 |
| Q1 | 111000000 |
| median | 560000000 |
| Q3 | 1585750000 |
| 95-th percentile | 7160750000 |
| Maximum | 2.194 × 1010 |
| Range | 2.194 × 1010 |
| Interquartile range (IQR) | 1474750000 |
Descriptive statistics
| Standard deviation | 4196813939 |
|---|---|
| Coefficient of variation (CV) | 2.269762597 |
| Kurtosis | 17.33935077 |
| Mean | 1849010088 |
| Median Absolute Deviation (MAD) | 463000000 |
| Skewness | 4.030583397 |
| Sum | 6.2866343 × 1010 |
| Variance | 1.761324724 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000000000 | 3 | 2.5% |
| 0 | 2 | 1.7% |
| 400000000 | 2 | 1.7% |
| 100000000 | 2 | 1.7% |
| 152801000 | 1 | 0.8% |
| 370159000 | 1 | 0.8% |
| 834300000 | 1 | 0.8% |
| 1.252 × 1010 | 1 | 0.8% |
| 94000000 | 1 | 0.8% |
| 89250000 | 1 | 0.8% |
| Other values (19) | 19 | 16.0% |
| (Missing) | 85 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 600000 | 1 | |
| 33000000 | 1 | |
| 80000000 | 1 | |
| 89250000 | 1 | |
| 94000000 | 1 | |
| 100000000 | 2 | |
| 144000000 | 1 | |
| 152801000 | 1 | |
| 200110000 | 1 |
| Value | Count | Frequency (%) |
| 2.194 × 1010 | 1 | |
| 1.252 × 1010 | 1 | |
| 4275000000 | 1 | |
| 3028000000 | 1 | |
| 2800000000 | 1 | |
| 2518000000 | 1 | |
| 2000000000 | 1 | |
| 1750000000 | 1 | |
| 1727000000 | 1 | |
| 1162000000 | 1 |
TotalCost: Extreme weather
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 89 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 25 |
| Missing (%) | 21.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.363404069 × 1010 |
| Minimum | 500000 |
|---|---|
| Maximum | 1.84793461 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 500000 |
|---|---|
| 5-th percentile | 15200000 |
| Q1 | 73500000 |
| median | 1365849000 |
| Q3 | 1.4504626 × 1010 |
| 95-th percentile | 5.97674537 × 1010 |
| Maximum | 1.84793461 × 1011 |
| Range | 1.84792961 × 1011 |
| Interquartile range (IQR) | 1.4431126 × 1010 |
Descriptive statistics
| Standard deviation | 2.814130934 × 1010 |
|---|---|
| Coefficient of variation (CV) | 2.064047627 |
| Kurtosis | 16.40918809 |
| Mean | 1.363404069 × 1010 |
| Median Absolute Deviation (MAD) | 1345849000 |
| Skewness | 3.602860666 |
| Sum | 1.281599825 × 1012 |
| Variance | 7.919332911 × 1020 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20000000 | 2 | 1.7% |
| 18000000 | 2 | 1.7% |
| 50000000 | 2 | 1.7% |
| 30000000 | 2 | 1.7% |
| 100000000 | 2 | 1.7% |
| 500000 | 1 | 0.8% |
| 2889394000 | 1 | 0.8% |
| 1.221183 × 1011 | 1 | 0.8% |
| 6.0728103 × 1010 | 1 | 0.8% |
| 5161457000 | 1 | 0.8% |
| Other values (79) | 79 | |
| (Missing) | 25 | 21.0% |
| Value | Count | Frequency (%) |
| 500000 | 1 | |
| 3000000 | 1 | |
| 7500000 | 1 | |
| 8000000 | 1 | |
| 10000000 | 1 | |
| 18000000 | 2 | |
| 20000000 | 2 | |
| 21000000 | 1 | |
| 22000000 | 1 | |
| 25000000 | 1 |
| Value | Count | Frequency (%) |
| 1.84793461 × 1011 | 1 | |
| 1.221183 × 1011 | 1 | |
| 8.5732579 × 1010 | 1 | |
| 8.4227635 × 1010 | 1 | |
| 6.0728103 × 1010 | 1 | |
| 5.9250181 × 1010 | 1 | |
| 5.2388364 × 1010 | 1 | |
| 5.0872148 × 1010 | 1 | |
| 4.5111315 × 1010 | 1 | |
| 4.3336598 × 1010 | 1 |
TotalCost: Flood
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 69 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 50 |
| Missing (%) | 42.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.142336591 × 1010 |
| Minimum | 230000 |
|---|---|
| Maximum | 7.0757047 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 230000 |
|---|---|
| 5-th percentile | 24400000 |
| Q1 | 556300000 |
| median | 3801950000 |
| Q3 | 1.793967 × 1010 |
| 95-th percentile | 4.70542054 × 1010 |
| Maximum | 7.0757047 × 1010 |
| Range | 7.0756817 × 1010 |
| Interquartile range (IQR) | 1.738337 × 1010 |
Descriptive statistics
| Standard deviation | 1.586724413 × 1010 |
|---|---|
| Coefficient of variation (CV) | 1.389016534 |
| Kurtosis | 3.18130863 |
| Mean | 1.142336591 × 1010 |
| Median Absolute Deviation (MAD) | 3721950000 |
| Skewness | 1.828683856 |
| Sum | 7.88212248 × 1011 |
| Variance | 2.517694362 × 1020 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7862663000 | 1 | 0.8% |
| 3.2867943 × 1010 | 1 | 0.8% |
| 50000000 | 1 | 0.8% |
| 438000000 | 1 | 0.8% |
| 31000000 | 1 | 0.8% |
| 3896100000 | 1 | 0.8% |
| 3756728000 | 1 | 0.8% |
| 1136243000 | 1 | 0.8% |
| 3801950000 | 1 | 0.8% |
| 737599000 | 1 | 0.8% |
| Other values (59) | 59 | |
| (Missing) | 50 |
| Value | Count | Frequency (%) |
| 230000 | 1 | |
| 15000000 | 1 | |
| 19000000 | 1 | |
| 20000000 | 1 | |
| 31000000 | 1 | |
| 50000000 | 1 | |
| 80000000 | 1 | |
| 100000000 | 1 | |
| 188283000 | 1 | |
| 300000000 | 1 |
| Value | Count | Frequency (%) |
| 7.0757047 × 1010 | 1 | |
| 5.738235 × 1010 | 1 | |
| 5.4782566 × 1010 | 1 | |
| 4.9137575 × 1010 | 1 | |
| 4.3929151 × 1010 | 1 | |
| 3.6240242 × 1010 | 1 | |
| 3.2867943 × 1010 | 1 | |
| 2.8497 × 1010 | 1 | |
| 2.7555794 × 1010 | 1 | |
| 2.6825511 × 1010 | 1 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 85 |
| Missing (%) | 71.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 308392176.5 |
| Minimum | 27000 |
|---|---|
| Maximum | 1277078000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 27000 |
|---|---|
| 5-th percentile | 3138100 |
| Q1 | 20000000 |
| median | 66450000 |
| Q3 | 584850000 |
| 95-th percentile | 975598500 |
| Maximum | 1277078000 |
| Range | 1277051000 |
| Interquartile range (IQR) | 564850000 |
Descriptive statistics
| Standard deviation | 377620010 |
|---|---|
| Coefficient of variation (CV) | 1.224479863 |
| Kurtosis | -0.1628396751 |
| Mean | 308392176.5 |
| Median Absolute Deviation (MAD) | 63467000 |
| Skewness | 1.051801736 |
| Sum | 1.0485334 × 1010 |
| Variance | 1.42596872 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20000000 | 2 | 1.7% |
| 625800000 | 1 | 0.8% |
| 2466000 | 1 | 0.8% |
| 299000000 | 1 | 0.8% |
| 6300000 | 1 | 0.8% |
| 1277078000 | 1 | 0.8% |
| 725000000 | 1 | 0.8% |
| 6400000 | 1 | 0.8% |
| 100000000 | 1 | 0.8% |
| 749100000 | 1 | 0.8% |
| Other values (23) | 23 | 19.3% |
| (Missing) | 85 |
| Value | Count | Frequency (%) |
| 27000 | 1 | |
| 2466000 | 1 | |
| 3500000 | 1 | |
| 6300000 | 1 | |
| 6400000 | 1 | |
| 8000000 | 1 | |
| 11000000 | 1 | |
| 16300000 | 1 | |
| 20000000 | 2 | |
| 21700000 | 1 |
| Value | Count | Frequency (%) |
| 1277078000 | 1 | |
| 988800000 | 1 | |
| 968490000 | 1 | |
| 918700000 | 1 | |
| 878036000 | 1 | |
| 749100000 | 1 | |
| 725000000 | 1 | |
| 700000000 | 1 | |
| 625800000 | 1 | |
| 462000000 | 1 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 93.2% |
| Missing | 75 |
| Missing (%) | 63.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2005324432 |
| Minimum | 1000000 |
|---|---|
| Maximum | 2.2745 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 KiB |
Quantile statistics
| Minimum | 1000000 |
|---|---|
| 5-th percentile | 2150000 |
| Q1 | 97500000 |
| median | 735325000 |
| Q3 | 2567484750 |
| 95-th percentile | 6258200000 |
| Maximum | 2.2745 × 1010 |
| Range | 2.2744 × 1010 |
| Interquartile range (IQR) | 2469984750 |
Descriptive statistics
| Standard deviation | 3757417008 |
|---|---|
| Coefficient of variation (CV) | 1.873720256 |
| Kurtosis | 21.9435561 |
| Mean | 2005324432 |
| Median Absolute Deviation (MAD) | 723780000 |
| Skewness | 4.229334775 |
| Sum | 8.8234275 × 1010 |
| Variance | 1.411818257 × 1019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000000000 | 2 | 1.7% |
| 1000000 | 2 | 1.7% |
| 100000000 | 2 | 1.7% |
| 30000000 | 1 | 0.8% |
| 421200000 | 1 | 0.8% |
| 3000000 | 1 | 0.8% |
| 6095000000 | 1 | 0.8% |
| 3850000000 | 1 | 0.8% |
| 8309200000 | 1 | 0.8% |
| 1721300000 | 1 | 0.8% |
| Other values (31) | 31 | |
| (Missing) | 75 |
| Value | Count | Frequency (%) |
| 1000000 | 2 | |
| 2000000 | 1 | |
| 3000000 | 1 | |
| 8000000 | 1 | |
| 15090000 | 1 | |
| 24760000 | 1 | |
| 25975000 | 1 | |
| 30000000 | 1 | |
| 68500000 | 1 | |
| 90000000 | 1 |
| Value | Count | Frequency (%) |
| 2.2745 × 1010 | 1 | |
| 8309200000 | 1 | |
| 6287000000 | 1 | |
| 6095000000 | 1 | |
| 4597454000 | 1 | |
| 4283200000 | 1 | |
| 3850000000 | 1 | |
| 3439820000 | 1 | |
| 3137000000 | 1 | |
| 2616208000 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Year | All natural disasters | Drought | Extreme temperature | Extreme weather | Flood | Landslide | Wildfire | TotalCost: All natural disasters | TotalCost: Drought | TotalCost: Extreme temperature | TotalCost: Extreme weather | TotalCost: Flood | TotalCost: Landslide | TotalCost: Wildfire | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1900 | 5.0 | 2.0 | NaN | 1.0 | 1.0 | NaN | NaN | 30000000.0 | NaN | NaN | 30000000.0 | NaN | NaN | NaN |
| 1 | 1901 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 1902 | 9.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 1903 | 8.0 | 1.0 | NaN | 2.0 | 2.0 | NaN | NaN | 480000000.0 | NaN | NaN | NaN | 480000000.0 | NaN | NaN |
| 4 | 1904 | 2.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 1905 | 4.0 | NaN | NaN | 1.0 | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 1906 | 17.0 | 1.0 | NaN | 3.0 | 2.0 | NaN | NaN | 650750000.0 | NaN | NaN | 20000000.0 | NaN | NaN | NaN |
| 7 | 1907 | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN | 30000000.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 1908 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | 116000000.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 1909 | 11.0 | NaN | NaN | 5.0 | 1.0 | 1.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| Year | All natural disasters | Drought | Extreme temperature | Extreme weather | Flood | Landslide | Wildfire | TotalCost: All natural disasters | TotalCost: Drought | TotalCost: Extreme temperature | TotalCost: Extreme weather | TotalCost: Flood | TotalCost: Landslide | TotalCost: Wildfire | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 109 | 2009 | 344.0 | 18.0 | 25.0 | 87.0 | 151.0 | 29.0 | 9.0 | 4.677639e+10 | 3.628700e+09 | 1.162000e+09 | 2.613466e+10 | 8.003878e+09 | 2.990000e+08 | 1.515000e+09 |
| 110 | 2010 | 393.0 | 17.0 | 29.0 | 94.0 | 184.0 | 32.0 | 7.0 | 1.321941e+11 | 3.884700e+09 | 4.000000e+08 | 2.812408e+10 | 4.913758e+10 | 1.277078e+09 | 2.070000e+09 |
| 111 | 2011 | 334.0 | 17.0 | 16.0 | 84.0 | 156.0 | 17.0 | 8.0 | 3.640932e+11 | 8.142000e+09 | 7.811230e+08 | 5.087215e+10 | 7.075705e+10 | NaN | 3.137000e+09 |
| 112 | 2012 | 346.0 | 21.0 | 51.0 | 90.0 | 136.0 | 13.0 | 6.0 | 1.566922e+11 | 2.548000e+10 | 1.528010e+08 | 8.573258e+10 | 2.579054e+10 | NaN | 1.000000e+09 |
| 113 | 2013 | 332.0 | 9.0 | 14.0 | 105.0 | 149.0 | 11.0 | 10.0 | 1.194842e+11 | 1.087000e+09 | 1.000000e+09 | 5.238836e+10 | 5.478257e+10 | NaN | 1.072400e+09 |
| 114 | 2014 | 320.0 | 18.0 | 17.0 | 99.0 | 135.0 | 15.0 | 4.0 | 9.776931e+10 | 1.100500e+10 | 2.518000e+09 | 4.011407e+10 | 3.624024e+10 | 2.730000e+08 | 2.590000e+08 |
| 115 | 2015 | 380.0 | 28.0 | 12.0 | 118.0 | 160.0 | 20.0 | 12.0 | 8.412014e+10 | 1.981240e+10 | 9.400000e+07 | 3.305177e+10 | 2.108630e+10 | 8.000000e+06 | 3.439820e+09 |
| 116 | 2016 | 325.0 | 15.0 | 12.0 | 84.0 | 161.0 | 13.0 | 10.0 | 1.477812e+11 | 3.554000e+09 | 1.727000e+09 | 4.511132e+10 | 5.738235e+10 | 7.250000e+08 | 6.287000e+09 |
| 117 | 2017 | 276.0 | 7.0 | 11.0 | 85.0 | 114.0 | 25.0 | 13.0 | 1.441086e+11 | 2.422000e+09 | 0.000000e+00 | 1.221183e+11 | 1.577868e+10 | 6.300000e+06 | 1.019000e+09 |
| 118 | 2018 | 282.0 | 13.0 | 25.0 | 84.0 | 109.0 | 13.0 | 10.0 | 1.077716e+11 | 5.253669e+09 | 0.000000e+00 | 5.925018e+10 | 1.743615e+10 | 8.780360e+08 | 2.274500e+10 |